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<p><span style="font-size: 32px; font-weight: bold;">目录</span></p>
<div class="code-chunk" data-id="code-chunk-id-0" data-cmd="toc"><div class="input-div"><div class="code-chunk-btn-group"><div class="run-btn btn btn-xs btn-primary"><span>▶︎</span></div><div class="run-all-btn btn btn-xs btn-primary">all</div></div><div class="status">running...</div></div><div class="output-div"></div></div><ul>
<li><a href="#1-%E9%A2%84%E8%AD%A6%E4%B8%AD%E5%BF%83%E4%BD%9C%E7%94%A8">1、预警中心作用</a></li>
<li><a href="#2-%E4%B8%80%E4%B8%AA%E7%AE%80%E5%8D%95%E9%A2%84%E8%AD%A6%E7%AD%96%E7%95%A5">2、一个简单预警策略</a></li>
<li><a href="#3-%E6%A0%B9%E6%8D%AE%E7%AD%96%E7%95%A5%E6%96%B0%E5%BB%BA%E5%B7%A5%E4%BD%9C%E5%8C%BA">3、根据策略新建工作区</a></li>
<li><a href="#4-%E9%A2%84%E8%AD%A6%E4%B8%AD%E5%BF%83%E5%85%A5%E5%8F%A3">4、预警中心入口</a></li>
<li><a href="#5-%E9%A2%84%E8%AD%A6%E4%B8%AD%E5%BF%83%E4%B8%BB%E7%95%8C%E9%9D%A2">5、预警中心主界面</a></li>
<li><a href="#6-%E5%A7%94%E6%89%98%E6%88%90%E4%BA%A4%E6%8F%90%E7%A4%BA%E9%9F%B3%E4%BF%AE%E6%94%B9">6、委托成交提示音修改</a></li>
<li><a href="#7-%E8%82%A1%E7%A5%A8%E6%8B%89%E5%8D%87%E9%A2%84%E8%AD%A6%E7%AD%96%E7%95%A5">7、股票拉升预警策略</a></li>
</ul>
<hr>
<p><a href="https://www.bilibili.com/video/BV18g411z7mc/" target="_blank" style="font-size:16px;">视频教程</a></p>
<p><a href="https://www.bilibili.com/video/BV1Hv4y1D72A/" target="_blank" style="font-size:16px;">股票拉升预警演示</a></p>
<hr>
<h3 id="1-预警中心作用">1、预警中心作用 </h3>
<p>1.1、根据编写策略发出的信号进行语音提示预警，然后主观判断下单，或进行品种筛选等。可用于半自动交易。</p>
<p>1.2、接收预警信号后，点击预警信息或自动跳转到背后行情软件（可以是，快期、文华、同花顺等）具体合约k线图，便于人工观察。</p>
<p>1.3、接收成交和委托信息进行声音提示。</p>
<hr>
<h3 id="2-一个简单预警策略">2、一个简单预警策略 </h3>
<pre data-role="codeBlock" data-info="python" class="language-python python"><code><span class="token comment">#!/usr/bin/env python</span>
<span class="token comment"># -*- coding: utf-8 -*-</span>
<span class="token keyword keyword-from">from</span> copy <span class="token keyword keyword-import">import</span> deepcopy
<span class="token keyword keyword-from">from</span> tool<span class="token punctuation">.</span>kxianhuizhi2 <span class="token keyword keyword-import">import</span> open_kxiantu<span class="token punctuation">,</span> load_data
<span class="token keyword keyword-from">from</span> tool<span class="token punctuation">.</span>gongju <span class="token keyword keyword-import">import</span> <span class="token operator">*</span>
<span class="token keyword keyword-from">from</span> tool<span class="token punctuation">.</span>zhibiao <span class="token keyword keyword-import">import</span> ma_z<span class="token punctuation">,</span> ema_z<span class="token punctuation">,</span> atr_z
<span class="token keyword keyword-from">from</span> tool<span class="token punctuation">.</span>yujingWin <span class="token keyword keyword-import">import</span> YuyinBobao  <span class="token comment"># 导入语音播报</span>


<span class="token keyword keyword-def">def</span> 单均线策略预警_v1<span class="token punctuation">(</span>cl<span class="token punctuation">)</span><span class="token punctuation">:</span>
    <span class="token triple-quoted-string string">"""
    单均线策略预警，开盘价，收盘价，都大于均线，预警开多，反ag310之预警开空
    """</span>
    <span class="token comment"># 数据提取区</span>
    Open <span class="token operator">=</span> cl<span class="token punctuation">.</span>klines<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span><span class="token punctuation">.</span><span class="token builtin">open</span><span class="token punctuation">.</span>values  <span class="token comment"># 开盘价np列表</span>
    Close <span class="token operator">=</span> cl<span class="token punctuation">.</span>klines<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span><span class="token punctuation">.</span>close<span class="token punctuation">.</span>values  <span class="token comment"># 收盘价np列表，Close[-1]这样为最新价</span>

    <span class="token comment"># 参数设置区</span>
    开仓手数 <span class="token operator">=</span> cl<span class="token punctuation">.</span>jiaoyishezhi<span class="token punctuation">[</span><span class="token number">5</span><span class="token punctuation">]</span><span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span>  <span class="token comment"># 开仓数量</span>
    均线周期 <span class="token operator">=</span> cl<span class="token punctuation">.</span>jiaoyishezhi<span class="token punctuation">[</span><span class="token number">5</span><span class="token punctuation">]</span><span class="token punctuation">[</span><span class="token number">1</span><span class="token punctuation">]</span>  <span class="token comment"># ma1周期</span>
    预警内容 <span class="token operator">=</span> cl<span class="token punctuation">.</span>jiaoyishezhi<span class="token punctuation">[</span><span class="token number">5</span><span class="token punctuation">]</span><span class="token punctuation">[</span><span class="token number">2</span><span class="token punctuation">]</span>  <span class="token comment"># 如填写螺纹</span>
    heyue <span class="token operator">=</span> cl<span class="token punctuation">.</span>jiaoyishezhi<span class="token punctuation">[</span><span class="token number">3</span><span class="token punctuation">]</span><span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span>  <span class="token comment"># 交易的合约</span>

    软件名 <span class="token operator">=</span> cl<span class="token punctuation">.</span>name<span class="token punctuation">.</span>split<span class="token punctuation">(</span><span class="token string">"."</span><span class="token punctuation">)</span><span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span> <span class="token operator">+</span> <span class="token string">".celue"</span>

    <span class="token comment"># 指标计算区</span>
    ma1 <span class="token operator">=</span> ema_z<span class="token punctuation">(</span>Close<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">300</span><span class="token punctuation">:</span><span class="token punctuation">]</span><span class="token punctuation">,</span> 均线周期<span class="token punctuation">)</span>
    <span class="token comment"># 交易逻辑执行区</span>
    <span class="token keyword keyword-if">if</span> cl<span class="token punctuation">.</span>openingdata<span class="token punctuation">[</span><span class="token string">'kaicangzhuangtai'</span><span class="token punctuation">]</span> <span class="token operator">&lt;=</span> <span class="token number">0</span> <span class="token keyword keyword-and">and</span> Open<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">2</span><span class="token punctuation">]</span> <span class="token operator">&gt;</span> ma1<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">2</span><span class="token punctuation">]</span> <span class="token keyword keyword-and">and</span> Close<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">2</span><span class="token punctuation">]</span> <span class="token operator">&gt;</span> ma1<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">2</span><span class="token punctuation">]</span><span class="token punctuation">:</span>  <span class="token comment"># 开盘价和收盘价都要大于均线</span>
        Buy_bxd<span class="token punctuation">(</span>开仓手数<span class="token punctuation">,</span> Open<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">1</span><span class="token punctuation">]</span><span class="token punctuation">,</span> cl<span class="token punctuation">)</span>  <span class="token comment"># 平空开多</span>
        shujuku<span class="token punctuation">.</span>publish<span class="token punctuation">(</span>软件名 <span class="token operator">+</span> <span class="token string">'celue'</span><span class="token punctuation">,</span> heyue <span class="token operator">+</span> <span class="token string">','</span> <span class="token operator">+</span> 预警内容 <span class="token operator">+</span> <span class="token string">"开多"</span><span class="token punctuation">)</span>
        YuyinBobao<span class="token punctuation">(</span>预警内容 <span class="token operator">+</span> <span class="token string">'开多'</span><span class="token punctuation">)</span>
    <span class="token keyword keyword-else">else</span><span class="token punctuation">:</span>
        <span class="token keyword keyword-if">if</span> cl<span class="token punctuation">.</span>openingdata<span class="token punctuation">[</span><span class="token string">'kaicangzhuangtai'</span><span class="token punctuation">]</span> <span class="token operator">&gt;=</span> <span class="token number">0</span> <span class="token keyword keyword-and">and</span> Open<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">2</span><span class="token punctuation">]</span> <span class="token operator">&lt;</span> ma1<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">2</span><span class="token punctuation">]</span> <span class="token keyword keyword-and">and</span> Close<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">2</span><span class="token punctuation">]</span> <span class="token operator">&lt;</span> ma1<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">2</span><span class="token punctuation">]</span><span class="token punctuation">:</span>  <span class="token comment"># 开盘价和收盘价都要小于均线</span>
            SellShort_bxd<span class="token punctuation">(</span>开仓手数<span class="token punctuation">,</span> Open<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">1</span><span class="token punctuation">]</span><span class="token punctuation">,</span> cl<span class="token punctuation">)</span>  <span class="token comment"># 平多开空</span>
            shujuku<span class="token punctuation">.</span>publish<span class="token punctuation">(</span>软件名 <span class="token operator">+</span> <span class="token string">'celue'</span><span class="token punctuation">,</span> heyue <span class="token operator">+</span> <span class="token string">','</span> <span class="token operator">+</span> 预警内容 <span class="token operator">+</span> <span class="token string">"开空"</span><span class="token punctuation">)</span>
            YuyinBobao<span class="token punctuation">(</span>预警内容 <span class="token operator">+</span> <span class="token string">'开空'</span><span class="token punctuation">)</span>

    <span class="token keyword keyword-return">return</span> <span class="token builtin">round</span><span class="token punctuation">(</span>ma1<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">2</span><span class="token punctuation">]</span><span class="token punctuation">,</span> <span class="token number">2</span><span class="token punctuation">)</span><span class="token punctuation">,</span> <span class="token string">'w'</span><span class="token punctuation">,</span> cl<span class="token punctuation">.</span>openingdata<span class="token punctuation">[</span><span class="token string">'kaicangjia'</span><span class="token punctuation">]</span><span class="token punctuation">,</span> <span class="token string">'w'</span>  <span class="token comment"># 此处输出的指标会在k线图中和监控界面中显示</span>

</code></pre><hr>
<h3 id="3-根据策略新建工作区">3、根据策略新建工作区 </h3>
<p><img src="../img/%E9%A2%84%E8%AD%A6%E4%B8%AD%E5%BF%83/%E5%8D%95%E5%9D%87%E7%BA%BF%E9%A2%84%E8%AD%A6%E5%B7%A5%E4%BD%9C%E5%8C%BA.png" alt="在这里插入图片描述"></p>
<hr>
<h3 id="4-预警中心入口">4、预警中心入口 </h3>
<p><img src="../img/%E9%A2%84%E8%AD%A6%E4%B8%AD%E5%BF%83/%E9%A2%84%E8%AD%A6%E4%B8%AD%E5%BF%83%E5%85%A5%E5%8F%A3.png" alt="在这里插入图片描述"></p>
<hr>
<h3 id="5-预警中心主界面">5、预警中心主界面 </h3>
<p><img src="../img/%E9%A2%84%E8%AD%A6%E4%B8%AD%E5%BF%83/%E9%A2%84%E8%AD%A6%E4%B8%AD%E5%BF%83%E4%B8%BB%E7%95%8C%E9%9D%A2.png" alt="在这里插入图片描述"></p>
<hr>
<h3 id="6-委托成交提示音修改">6、委托成交提示音修改 </h3>
<p><img src="../img/%E9%A2%84%E8%AD%A6%E4%B8%AD%E5%BF%83/%E5%A3%B0%E9%9F%B3%E6%96%87%E4%BB%B6%E8%B0%83%E7%94%A8.png" alt="在这里插入图片描述"></p>
<hr>
<h3 id="7-股票拉升预警策略">7、股票拉升预警策略 </h3>
<p>7.1、工作区为"clcsh-股票快速拉升预警.xlsx"</p>
<p>7.2、预警策略代码</p>
<pre data-role="codeBlock" data-info="python" class="language-python python"><code><span class="token comment">#!/usr/bin/env python</span>
<span class="token comment"># -*- coding: utf-8 -*-</span>
<span class="token keyword keyword-import">import</span> easyquotation
<span class="token keyword keyword-from">from</span> statistics <span class="token keyword keyword-import">import</span> mean
<span class="token keyword keyword-from">from</span> tool<span class="token punctuation">.</span>gongju <span class="token keyword keyword-import">import</span> <span class="token operator">*</span>
<span class="token keyword keyword-from">from</span> tool<span class="token punctuation">.</span>yujingWin <span class="token keyword keyword-import">import</span> YuyinBobao  <span class="token comment"># 导入语音播报</span>

quotation <span class="token operator">=</span> easyquotation<span class="token punctuation">.</span>use<span class="token punctuation">(</span><span class="token string">'tencent'</span><span class="token punctuation">)</span>  <span class="token comment"># 新浪 ['sina'] 腾讯 ['tencent', 'qq']</span>


<span class="token keyword keyword-def">def</span> 股票拉升预警_v2<span class="token punctuation">(</span>cl<span class="token punctuation">)</span><span class="token punctuation">:</span>
    <span class="token triple-quoted-string string">"""
    极速拉升预警，通过n秒涨速判断，涨速达到了设定值预警最快的一只票。
    """</span>
    <span class="token comment"># 数据初始化，</span>
    Close <span class="token operator">=</span> cl<span class="token punctuation">.</span>klines<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span><span class="token punctuation">.</span>close<span class="token punctuation">.</span>values
    Datetime <span class="token operator">=</span> cl<span class="token punctuation">.</span>klines<span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span><span class="token punctuation">.</span>datetime<span class="token punctuation">.</span>values

    <span class="token comment"># 参数设置区</span>
    ss <span class="token operator">=</span> cl<span class="token punctuation">.</span>jiaoyishezhi<span class="token punctuation">[</span><span class="token number">5</span><span class="token punctuation">]</span><span class="token punctuation">[</span><span class="token number">0</span><span class="token punctuation">]</span>  <span class="token comment"># 开仓数量</span>
    涨速 <span class="token operator">=</span> cl<span class="token punctuation">.</span>jiaoyishezhi<span class="token punctuation">[</span><span class="token number">5</span><span class="token punctuation">]</span><span class="token punctuation">[</span><span class="token number">1</span><span class="token punctuation">]</span>
    时间 <span class="token operator">=</span> cl<span class="token punctuation">.</span>jiaoyishezhi<span class="token punctuation">[</span><span class="token number">5</span><span class="token punctuation">]</span><span class="token punctuation">[</span><span class="token number">2</span><span class="token punctuation">]</span>

    <span class="token comment"># # 全局变量的初始化，为空的时候执行</span>
    <span class="token keyword keyword-if">if</span> <span class="token string">'bz'</span> <span class="token keyword keyword-not">not</span> <span class="token keyword keyword-in">in</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">:</span>  <span class="token comment"># 初始化时执行一次，用于初始化缓存字典</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'bz'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token number">0</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'上次最新价'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token punctuation">{</span><span class="token punctuation">}</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'time'</span><span class="token punctuation">]</span> <span class="token operator">=</span> time<span class="token punctuation">.</span>time<span class="token punctuation">(</span><span class="token punctuation">)</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'time2'</span><span class="token punctuation">]</span> <span class="token operator">=</span> time<span class="token punctuation">.</span>time<span class="token punctuation">(</span><span class="token punctuation">)</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'最大涨速'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token number">0</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'涨速列表'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token punctuation">[</span><span class="token punctuation">]</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'预警股票'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token number">0</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'涨速'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token number">0</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'平均涨速'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token number">0</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'上次预警股票'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token string">'0'</span>

        <span class="token comment"># 初始化每只股票最新价</span>
        sygp <span class="token operator">=</span> quotation<span class="token punctuation">.</span>market_snapshot<span class="token punctuation">(</span>prefix<span class="token operator">=</span><span class="token boolean">True</span><span class="token punctuation">)</span>
        <span class="token keyword keyword-for">for</span> k <span class="token keyword keyword-in">in</span> sygp<span class="token punctuation">.</span>values<span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">:</span>
            cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'上次最新价'</span><span class="token punctuation">]</span><span class="token punctuation">[</span>k<span class="token punctuation">[</span><span class="token string">'code'</span><span class="token punctuation">]</span><span class="token punctuation">]</span> <span class="token operator">=</span> k<span class="token punctuation">[</span><span class="token string">'now'</span><span class="token punctuation">]</span>

    <span class="token comment"># 指标计算区</span>
    <span class="token keyword keyword-if">if</span> cl<span class="token punctuation">.</span>shangcishijian <span class="token operator">!=</span> Datetime<span class="token punctuation">[</span><span class="token operator">-</span><span class="token number">1</span><span class="token punctuation">]</span><span class="token punctuation">:</span>  <span class="token comment"># 更新k线时执行，一般用与计算指标</span>
        <span class="token punctuation">.</span><span class="token punctuation">.</span><span class="token punctuation">.</span>
        <span class="token comment"># cl.sjb['bz'] = 0</span>

    <span class="token keyword keyword-if">if</span> cl<span class="token punctuation">.</span>jiaoyiqidong <span class="token keyword keyword-and">and</span> time<span class="token punctuation">.</span>time<span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator">-</span>cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'time'</span><span class="token punctuation">]</span> <span class="token operator">&gt;=</span> <span class="token number">3</span><span class="token punctuation">:</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'time'</span><span class="token punctuation">]</span> <span class="token operator">=</span> time<span class="token punctuation">.</span>time<span class="token punctuation">(</span><span class="token punctuation">)</span>
        sygp <span class="token operator">=</span> quotation<span class="token punctuation">.</span>market_snapshot<span class="token punctuation">(</span>prefix<span class="token operator">=</span><span class="token boolean">True</span><span class="token punctuation">)</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'bz'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token builtin">len</span><span class="token punctuation">(</span>sygp<span class="token punctuation">.</span>values<span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">)</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'涨速列表'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token punctuation">[</span><span class="token punctuation">]</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'最大涨速'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token number">0</span>
        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'预警股票'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token number">0</span>
        <span class="token keyword keyword-for">for</span> k <span class="token keyword keyword-in">in</span> sygp<span class="token punctuation">.</span>values<span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token punctuation">:</span>
            <span class="token keyword keyword-if">if</span> time<span class="token punctuation">.</span>time<span class="token punctuation">(</span><span class="token punctuation">)</span> <span class="token operator">-</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'time2'</span><span class="token punctuation">]</span> <span class="token operator">&gt;</span> 时间<span class="token punctuation">:</span>
                cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'上次最新价'</span><span class="token punctuation">]</span><span class="token punctuation">[</span>k<span class="token punctuation">[</span><span class="token string">'code'</span><span class="token punctuation">]</span><span class="token punctuation">]</span> <span class="token operator">=</span> k<span class="token punctuation">[</span><span class="token string">'now'</span><span class="token punctuation">]</span>
                cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'time2'</span><span class="token punctuation">]</span> <span class="token operator">=</span> time<span class="token punctuation">.</span>time<span class="token punctuation">(</span><span class="token punctuation">)</span>

            <span class="token keyword keyword-if">if</span> k<span class="token punctuation">[</span><span class="token string">'总市值'</span><span class="token punctuation">]</span> <span class="token keyword keyword-and">and</span> <span class="token number">5</span> <span class="token operator">&gt;</span> k<span class="token punctuation">[</span><span class="token string">'涨跌(%)'</span><span class="token punctuation">]</span> <span class="token operator">&gt;</span> <span class="token operator">-</span><span class="token number">8</span> <span class="token keyword keyword-and">and</span> k<span class="token punctuation">[</span><span class="token string">'总市值'</span><span class="token punctuation">]</span> <span class="token operator">&gt;</span> <span class="token number">20</span><span class="token punctuation">:</span>
                cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'涨速'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token builtin">round</span><span class="token punctuation">(</span><span class="token punctuation">(</span>k<span class="token punctuation">[</span><span class="token string">'now'</span><span class="token punctuation">]</span> <span class="token operator">-</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'上次最新价'</span><span class="token punctuation">]</span><span class="token punctuation">[</span>k<span class="token punctuation">[</span><span class="token string">'code'</span><span class="token punctuation">]</span><span class="token punctuation">]</span><span class="token punctuation">)</span><span class="token operator">/</span>k<span class="token punctuation">[</span><span class="token string">'now'</span><span class="token punctuation">]</span><span class="token operator">*</span><span class="token number">100</span><span class="token punctuation">,</span> <span class="token number">4</span><span class="token punctuation">)</span>
                cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'涨速列表'</span><span class="token punctuation">]</span><span class="token punctuation">.</span>append<span class="token punctuation">(</span>cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'涨速'</span><span class="token punctuation">]</span><span class="token punctuation">)</span>
                <span class="token keyword keyword-if">if</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'涨速'</span><span class="token punctuation">]</span> <span class="token operator">&gt;</span> 涨速<span class="token punctuation">:</span>
                    <span class="token keyword keyword-if">if</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'涨速'</span><span class="token punctuation">]</span> <span class="token operator">&gt;</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'最大涨速'</span><span class="token punctuation">]</span><span class="token punctuation">:</span>
                        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'最大涨速'</span><span class="token punctuation">]</span> <span class="token operator">=</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'涨速'</span><span class="token punctuation">]</span>
                        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'预警股票'</span><span class="token punctuation">]</span> <span class="token operator">=</span> k<span class="token punctuation">[</span><span class="token string">'code'</span><span class="token punctuation">]</span><span class="token punctuation">[</span><span class="token number">2</span><span class="token punctuation">:</span><span class="token punctuation">]</span>

        cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'平均涨速'</span><span class="token punctuation">]</span> <span class="token operator">=</span> mean<span class="token punctuation">(</span>cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'涨速列表'</span><span class="token punctuation">]</span><span class="token punctuation">)</span>
        <span class="token keyword keyword-if">if</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'最大涨速'</span><span class="token punctuation">]</span> <span class="token operator">!=</span> <span class="token number">0</span> <span class="token keyword keyword-and">and</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'上次预警股票'</span><span class="token punctuation">]</span> <span class="token operator">!=</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'预警股票'</span><span class="token punctuation">]</span><span class="token punctuation">:</span>
            shujuku<span class="token punctuation">.</span>publish<span class="token punctuation">(</span><span class="token string">'ruanjian3.celue'</span><span class="token punctuation">,</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'预警股票'</span><span class="token punctuation">]</span><span class="token operator">+</span><span class="token string">", 涨速="</span><span class="token operator">+</span><span class="token builtin">str</span><span class="token punctuation">(</span>cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'最大涨速'</span><span class="token punctuation">]</span><span class="token punctuation">)</span><span class="token punctuation">)</span>
            YuyinBobao<span class="token punctuation">(</span>cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'预警股票'</span><span class="token punctuation">]</span> <span class="token operator">+</span> <span class="token string">'拉升'</span><span class="token punctuation">)</span>
            cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'最大涨速'</span><span class="token punctuation">]</span> <span class="token operator">=</span> <span class="token number">0</span>
            cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'上次预警股票'</span><span class="token punctuation">]</span> <span class="token operator">=</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'预警股票'</span><span class="token punctuation">]</span>

    <span class="token keyword keyword-return">return</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'bz'</span><span class="token punctuation">]</span><span class="token punctuation">,</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'最大涨速'</span><span class="token punctuation">]</span><span class="token punctuation">,</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'预警股票'</span><span class="token punctuation">]</span><span class="token punctuation">,</span> cl<span class="token punctuation">.</span>sjb<span class="token punctuation">[</span><span class="token string">'平均涨速'</span><span class="token punctuation">]</span>
</code></pre>
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